Data Center Virtualization

PyData London 2026 brings together data scientists, engineers, and researchers from around the world for three days of insightful talks, tutorials, and community connection. Hosted in one of Europe’s leading tech hubs, the event highlights the latest developments in Python, machine learning, and data science. Attendees can expect a mix of cutting-edge research, real-world applications, and opportunities to network with industry leaders. Whether you're a beginner or an expert, PyData London offers something for every level of the data science community. **THIS IS NOT A TICKET- TICKETS MUST BE PURCHASED ON CONFERENCE WEBSITE.** https://pydata.org/london2026

Network and get inspired with Entrepreneurs from diverse backgrounds every first Friday of the month (except January). Agenda: Boardingtime: 18:00 -18:30 I) Intro-Round: Everybody 1-2 minutes + business of the month: Smart Coop Germany with Magdalena Ziomek Pause II) Main Topic with Jarun Jain* Pause III) Final-Round * AI has changed the rules. You don’t need months of work and a team to deploy a product. With the right tools and approach you can move from idea to live product faster than ever. In this hands-on session Varun Jain will walk you through this exact workflow using modern ai-tools. What we will cover: * Define your business idea * Structure the project * Write promts for vibe coding platforms * Develope the product * Deploy the Product * Tools to build and grow Tools we will use: ChatGTP, OpenAI API, Gemini API, Codex, Gemini Antigravity, VS-Code and GitHub Copilot. If you have an idea you want to turn into a product, this event is for your. No technical skills are required. Important notice: please bring your laptop! **** About Varun Jain: Varun is a product builder with 15 years of experience across startups in multiple countries. He is open to collaborations in consulting, mentoring and community events. About Business of the month in June: Smart Coop is a model, where 1.300 freelancers and remote workers from 50 different countries are keeping their freedom and independance while having the benefits of beeing employed in Germany. **** Event is free if charge! Please bring some wine and snacks instead- and this time also your laptop! 🙃

**Berlins großes Speed Dating Event (50-65 Jahre)** Hast du Lust, Singles in deinem Alter direkt persönlich kennenzulernen? Wie wäre es, wenn es ein Event gäbe, wo sich möglichst viele tolle Singles aus Berlin an einem Abend treffen? Mit Berlins großem Speed Dating Event hast du jetzt die Chance auf bis zu 12 einzigartige Dates an einem Abend! Sicher dir jetzt dein Ticket, bevor alle Tickets weg sind. [www.speeddating-xxl.de/speed-dating-berlin](www.speeddating-xxl.de/speed-dating-berlin)

**This event is taking place online.** You have probably tried AI. Maybe you use it quietly. Maybe you opened it, stared at the blank prompt, and closed the tab. Maybe you are not sure where to start, or why it still feels harder than it should. Welcome to our community! 17:00 — An intro: Why are we here? 17:15 — What research and data shows us about how AI impacts work 17:30 — Where are you right now, what have you tried, what is in your way? 17:45 — What comes next: shaping the next session together This is the first meetup in a series. We will learn from each other, explore AI at work, and eventually dive into the tools together — because the best way to loosen the fear is to do it in good company. Facilitator: Anca Trif Language: English Capacity: 10 attendees **Join here:** [https://meet.google.com/ghd-cuvt-jnh](https://meet.google.com/ghd-cuvt-jnh)

**Berlins großes Speed Dating Event (40-55 Jahre)** Hast du Lust, Singles in deinem Alter direkt persönlich kennenzulernen? Wie wäre es, wenn es ein Event gäbe, wo sich möglichst viele tolle Singles aus Berlin an einem Abend treffen? Mit Berlins großem Speed Dating Event hast du jetzt die Chance auf bis zu 12 einzigartige Dates an einem Abend! Sicher dir jetzt dein Ticket, bevor alle Tickets weg sind. [www.speeddating-xxl.de/speed-dating-berlin](www.speeddating-xxl.de/speed-dating-berlin)

Hi Everyone, we are very excited to announce our first 2026 OpenSearch Project Berlin meetup on **Friday June 5th** **Agenda** **6:30pm Start** (Drinks and snacks will be provided) **6:45pm Intro by Kris Freedain** **7:15pm Break** (Drinks and Snacks) **7:35pm Nils Bandener** \- Non\-Obvious Things to Know When Coding in OpenSearch **7:55pm** **Alexander Malandin** \- The Benchmark Game: Challenging Lucene on Its Own Terms **8:30pm Networking** **9:00pm Close.**

Most participants sign up from outside Meetup. We usually are 5 to 12. **Get your ticket on:** [https://www.tickettailor.com/events/productivityday/1057985](https://www.tickettailor.com/events/productivityday/1057985) **This is for you if:** You are a professional, entrepreneur, freelancer, researcher, creative, or a team. You have been wanting: **○** to get stuff done without distractions **○** prioritize your deep-work over meetings and shallow-work **○** be in a community of motivated, conscious people **○** no more & procrastination, nor working alone **○** to strengthen your concentration & Flow-states (super-)skills **During the session you will** ○ deep-work with high focus on your most important ​tasks ○ while ​training your mind for Deep Focus, Flow-states and advanced Productivity skills ○ in an open-hearted community of professionals & leaders Most people get 2-3x more work done than usual, and experience energy & peace of mind as result. You will probably save yourself several work hours this week, and maybe make some magic happen! It's okay to leave after 3h if you need to. **About this session** You will be working on our own tasks while practicing the Flow-Working method. The session includes a mental warm up, as well as energizing breaks with movement, stretching and connection with the other participants **Group size**: 6-15 **Pricing**: 12€/15€ or donation **Where**: Online on Zoom **Get your ticket now on:** [https://www.tickettailor.com/events/productivityday/1057985](https://www.tickettailor.com/events/productivityday/1057985)

Outdoor Tennis-Infos: Max. 4 players on 1 court with licensed tennis coach Fees: 23€ (lesson with licensed tennis coach) Rackets: rent cost free (please notify via Whatsapp or SMS one day in advance) Shoes: Shoes with white sole & without profile. Option to rent a pair at the reception for a fee (2,5€ Cash)! See you on the court ;) The participant becomes a member of the sportclub association Tennis 'n Beach Rhein-Main Wiesbaden e.V. for the duration of the sporting event and accepts with their booking/participation the statutes TnB e.V. and the rules of procedure of the association called Geschäftsordung as well as the data protection rules. statutes TnB e.V.: https://tnb.pythonanywhere.com/static/documents/TnB-Satzung.pdf Geschäftsordnung: https://tnb.pythonanywhere.com/static/documents/TnB-AGB.pdf data protection: https://tnb.pythonanywhere.com/static/documents/TnB-Datenschutzerklaerung.pdf

Outdoor Tennis-Infos: Max. 4 players on 1 court with licensed tennis coach Fees: 23€ (lesson with licensed tennis coach) Rackets: rent cost free (please notify via Whatsapp or SMS one day in advance) Shoes: Shoes with white sole & without profile. Option to rent a pair at the reception for a fee (2,5€ Cash)! See you on the court ;) The participant becomes a member of the sportclub association Tennis 'n Beach Rhein-Main Wiesbaden e.V. for the duration of the sporting event and accepts with their booking/participation the statutes TnB e.V. and the rules of procedure of the association called Geschäftsordung as well as the data protection rules. statutes TnB e.V.: https://tnb.pythonanywhere.com/static/documents/TnB-Satzung.pdf Geschäftsordnung: https://tnb.pythonanywhere.com/static/documents/TnB-AGB.pdf data protection: https://tnb.pythonanywhere.com/static/documents/TnB-Datenschutzerklaerung.pdf

​**Founders Running Club** (FRC) brings founders, investors, tech, creative people and startup enthusiasts together for weekly easy runs and networking. ​Every Saturday morning we gather together and run through Tiergarten. Join us in one of these 3 routes: ​\* **5K** – for new & beginner runners ​\* **7K** – for regular runners ​\* **11K** – for more experienced runners **OBS**: We are usually around 30 people, between regulars and newcomers (from here and from Luma), so don't be scared if there are not a lot of people confirmed on the event here. The pace is chill and conversational, around **6:30**. On the 7k and 11k some people like to push a bit more, but no one gets left behind. We finish with a nice coffee and amazing conversations. The vibe is always great. Pets, friends, family, are welcome. More about **FRC**: ​🗓️ Launched in San Francisco, July 16, 2022 🌍 Now in 50+ cities 📅 Running + Networking events + Community ​**Join the community** [http://foundersrc.com/chats](http://foundersrc.com/chats?utm_source=luma) Berlin Instagram [http://instagram.com/frcberlin](http://instagram.com/frcberlin?utm_source=luma) ​ **Global FRC**: Instagram [http://instagram.com/foundersrc/](http://instagram.com/foundersrc/?utm_source=luma) LinkedIn [http://linkedin.com/company/foundersrc/](http://linkedin.com/company/foundersrc/?utm_source=luma) Strava [http://strava.com/clubs/foundersRC](http://strava.com/clubs/foundersRC?utm_source=luma) Website [http://foundersrc.com/](http://foundersrc.com/?utm_source=luma)

Welcome to Sunday Tech Coffee. This is a **networking** event for those in the tech industry in Berlin. We are usually inside and to the right. Ask the barista/bartender if you can't find us.

**⭐ DOORS OPEN AT 19:30. PLEASE ARRIVE BEFORE 8PM! ⭐** The Creative Code Stammtisch is a casual show-and-tell for artists, makers, designers, coders, performers, learners and anyone interested in the use of computing skills for artistic expression. The event is free and open to all, regardless of age, origin, gender or experience. Beginners and first-timers should feel especially welcome! You don't have to be a coder yourself 😃 HOW TO FIND US? Find Prachtsaal Studio by crossing the courtyard next to Cafe Augusta on Jonasstr. 22, 12053 Berlin. WHAT SHOULD I EXPECT? We start with quick introductions, then open the floor to anyone who wants to present something. There are usually around six 10-minute slots available, plus time for questions from the audience. First-timers are encouraged to share their work. Topics range from net art to computational design and interactive installations all the way to wearable electronics or generative poetry. If you’re wondering whether your own project might fit, take a look at the [Stammtisch archive](https://creativecodeberlin.github.io/Stammtisch/) to see what others have shared in the past. This event is *not* just for coders! New-media artists and anyone working with technology in their art are very welcome to share. If you enjoy art and/or technology, you’ll likely have a great time, and maybe even learn something new! BEGINNERS WELCOME! If you’re new to creative coding, you can find beginner-friendly resources at [creativecode.berlin/learn](https://creativecode.berlin/learn). THIS IS YOUR SPACE We do our best to create a welcoming environment for all people regardless of race, ethnicity, color, religion, gender identity, sexual orientation, national origin, age, disability, or genetics. People from group generally underrepresented in open-source, art, and technology fields are warmly encouraged to come by. And if you know someone who might enjoy this meetup but isn’t sure it’s for them, let them know they’ll be welcome! SAFE SPACE POLICY We support the Berlin Code of Conduct: [berlincodeofconduct.org](http://berlincodeofconduct.org/) Please read and make sure you agree with its content. ACCESSIBILITY Prachtsaal Studio is located on an easy to access ground floor. We're very sorry to say that the bathrooms are not wheelchair accessible yet. DO I NEED TO SPEAK GERMAN? We speak mostly English so international guests are more than welcome! Our team also speaks French, Italian, Spanish, Dutch, Finnish and German... though language availability may vary depending on which organizers are present :) CONTACT Raphaël de Courville team@creativecode.berlin +49 (0) 176 70070572 or get in touch via [creativecode.berlin](https://creativecode.berlin/) *** The featured artwork of the month is by [aBe](https://hamoid.com). We'd love to feature your work on the cover for the next Stammtisch! Please send an image at team@creativecode.berlin

⚖️ Legal in Business: Essentials for Founders Building a startup is exciting — but without the right legal foundation, even the best ideas can face serious challenges. Join us for a practical and founder-friendly session where we break down the most important legal aspects every startup should understand. No legal jargon. No theory overload. Just clear, actionable insights you can actually use. We’re excited to host the event together with our partners at [FARBERG Rechtsanwälte](https://www.farberg.legal/?utm_source=chatgpt.com). The session will be led by Oliver Zitzelsberger and Faruk Gregor Drovs, who specialize in corporate law, venture capital, startup financing, M&A, founder agreements, and legal structures for growing businesses. 💡 What will be covered: ✔️ Choosing the Right Legal Structure • UG vs GmbH vs Sole Proprietorship • When to choose each • Key pros & cons ✔️ Common Legal Mistakes Founders Make • No contracts between founders • Missing terms & conditions / privacy policy • Ignoring legal structure early • Using content without proper rights ✔️ Co-Founder Agreements • Why they matter • What should be included • What happens if someone leaves 🎯 Why Join? Because legal mistakes are often invisible at the beginning — but costly later. This session will help you: ✔️ avoid common pitfalls ✔️ understand what really matters ✔️ build your startup on a stronger foundation 📅 June 7, 2026 ⏰ 13:00 – 15:30 📍 The Social Hub LIMITED SPOTS AVAILABLE!

**🎟️ Registration for this event is done via the MoT page, not on Meetup.** **Register here 👉 [https://www.ministryoftesting.com/chapters/mot-berlin/events/mot-berlin-050626](https://www.ministryoftesting.com/chapters/mot-berlin/events/mot-berlin-050626)** Hello Berlin, we're back! After the last get-together where we started shaping the Berlin chapter, we're excited to invite you all together again for an insightful evening focused on AI Test Generation, community discussions - and YOU! The evening will bring together industry experts to share their knowledge, ask questions and learn something new. Whether you're a developer, QA engineer, or tech enthusiast, you'll gain valuable perspectives and practical experiences. **✍ Registration:** Reserve your spot by clicking "Attend" on this page. Note - Participation is limited to 30 participants only. **❓ What to Expect:** • Talks from experienced speakers • Networking with the local community • A chance to speak on stage with 99 second talks • Swag and goodies from MoT and our sponsors, TestMu AI **🎤 Quality Talks** *AI Test Generation: What Actually Works (and What Doesn’t)* *Ruslan Strazhnyk - Founder & CEO @ QualityMax* Every QA tool vendor will tell you AI generates perfect tests. After building an AI test generation platform - and dogfooding it on our own codebase - I can tell you what actually happens. This talk is a practitioner’s honest debrief. I’ll walk through two years of running multi-model AI against real web apps: what produces usable tests, what produces confident-looking garbage, and where the failure modes hide. Specifically, I’ll cover: * Why reading code isn’t enough - AI generates plausible tests from source, but they fail on real UIs. Crawling the live app changes everything. * The selector problem - LLMs reach for brittle CSS selectors by default. How to force better strategies without prompt-engineering every call. * Assertions that rot - AI loves asserting exact text and prices. Why your generated suite breaks on the first content change, and how to catch it before CI does. * Multi-model routing - no single model wins at everything. What we learned running GPT-4o, Claude, and Gemini on the same flows. * Self-healing in practice - the gap between “it healed” and “it healed correctly.” You’ll leave with a clear framework for evaluating any AI test generation tool - or building your own - based on what the output actually does under pressure, not what the demo shows. Level: Intermediate, assumes familiarity with Playwright or similar frameworks *99 Second Talks* Have something to share about testing, tech, or teamwork? Whether it's a win, a challenge, or a wild idea — you’ve got **99 seconds** and a room full of curious, supportive people. Take the stage! **🕰️ Schedule:** 17:45 - Doors open (arrive early to mingle!) 18:00 - Welcome and Introduction 18.15 - Ruslan Strazhnyk: AI Test Generation: What Actually Works (and What Doesn’t) 19:15 - 99 Second Talks and networking with food and drinks **📍Location:** Assecor GmbH, Storkower Straße 207, 10369 Berlin 👀 **Want to speak at this or the next MOT Berlin event?** We are already planning our next meetup in July - and we're always looking for speakers. Submit your talk idea to the Continuous Call for Contribution (link below) or join our Slack channel and pitch it to the whole chapter! [https://www.ministryoftesting.com/contribute](https://www.ministryoftesting.com/contribute) 🏋️ **Stay connected!** Join the Berlin Chapter to get all the latest updates and news on the next events. The button to join Slack is available once you join the chapter. **🎟️ Registration for this event is done via the MoT page, not on Meetup.** **Register here 👉 [https://www.ministryoftesting.com/chapters/mot-berlin/events/mot-berlin-050626](https://www.ministryoftesting.com/chapters/mot-berlin/events/mot-berlin-050626)**

**The Behavior Gap: Where Products Win or Lose** Teams today have more data than ever, and yet many still struggle to understand why customers adopt, engage with, or abandon their products. Teams sprint, ship faster, and chase more signals… all while metrics stall and confidence drops. The missing piece isn’t more data. It’s often the behavioral insight between the metrics, explaining why the numbers move in the first place. Dashboards can tell you what customers did, but understanding why they did it (and how to influence what they do next) requires a deeper blend of insights. This session is about closing that gap. Drawing from real-world experience designing and scaling products as [ZoCo Design](https://zocodesign.com/)’s CEO, [Lacey](https://www.linkedin.com/in/laceypicazo/) will share how to cut through the noise and identify the insights that actually change behavior—moving people, and moving metrics. You’ll learn: * Why understanding customer behavior is a quant and qual challenge * How to spot the signals that actually predict behavior change * Where AI accelerates insight, and where it creates distraction * How to get meaningfully closer to customers, without adding more tools This talk reframes how to evaluate performance and identify what levers actually improve it, helping your team to make smarter bets with greater confidence. Every meaningful outcome is driven by behavior change. And when you know how to design for behavior, you stop guessing, and start building things that work. **About Our Speaker** [Lacey Picazo](https://www.linkedin.com/in/laceypicazo/) is the Founder and CEO of ZoCo, a healthcare product studio that turns complex, high-stakes ideas into products that drive real-world adoption. She partners with healthcare organizations to uncover critical care delivery insights, focus product strategy through behavior design, and build solutions that patients and providers actually use. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

We are recruiting new group leaders for virtual men's groups! Our primary groups are outdoor movement groups, but we are launching virtual groups for the state of Ohio and beyond and the groups will move outside in the spring, creating room for men's groups, women's groups and coed groups all over the country. Read below to learn about our groups and click the links at the bottom to apply. ### **What is an Outdoor Empowerment Group?** Our Outdoor Movement & Community Empowerment Groups are simple, guided experiences designed to help people reconnect with nature, themselves, and others. We combine some form of movement (hike, walk, run, bike, yoga, workout) and meaningful conversation within a simple community circle to create a space where individuals can support each other while prioritizing mental and physical well-being. Whether you’re seeking stress relief, personal growth, or community, our groups offer everyone a unique and welcoming environment. ## **Why Join?** * **Improve Mental & Physical Well-Being** – Movement, nature, and supportive conversations reduce stress and promote balance. * **Feel Less Alone** – Build genuine connections with like-minded people in a safe, welcoming space. * **Gain Clarity & Perspective** – Step outside daily routines and into a space designed for personal growth and reflection. ## **The Ideal Group Leader** The ideal group leader * Has a born-in passion for mental health, movement, connecting with nature and building community. * Has 5 extra hours per week to dedicate to a meaningful cause for at least one year. Yes, you can leave any organization at any time and we can also ask you to leave, but we are building with legacy in mind and we need people who can commit and be ALL IN on this mission to build with us. * Is independently financially stable with the ability to volunteer with no expectation of pay. This is a deeply beautiful journey of service that all participants commit to at Speak Your Mind. * An ability to manage groups with high emotional intelligence and desire for human connection. * An ability to self-motivate and market/promote their group on Facebook and other social platforms. * Nature informed therapy or clinical therapists/psychologists a plus. ## **Our Impact**  Since launching, we have helped thousands find support, connection, and healing through our Outdoor Movement Groups. 100% of participants surveyed have reported: * A noticeable improvement in mental clarity and emotional well-being. * An increase in social connection and a sense of belonging. * Said they would return again. We believe mental health should be accessible, community-driven, and rooted in nature. Join us and take the first step toward a more connected, grounded, and supported version of yourself. ### **Why Our Groups are Donation-Based** Our Outdoor Movement Groups are made possible through a donation-based model. This approach allows us to keep our events accessible to everyone, regardless of financial circumstances, while also ensuring that we can continue expanding our reach. It’s a great way to pay it forward and support the growth of this beautiful mission! Every contribution helps us: * **Cover Essential Costs** – Donations allow us to pay essential legal, marketing, insurance, and admin costs as well as nourish the important people who run the organization. * **Grow Our Mission** – With your support, we can bring these healing experiences to thousands more people in the future and execute our long term plan to expand across the USA, affecting up to 500,000 people per year. By choosing to contribute, you’re not just leading an event—you’re helping build a mental health movement that supports long-term well-being and connection for all during a severe mental health epidemic. ## **Come Join Us!** We’d love to have you be part of this growing community of people prioritizing their mental health, movement, and connection. 🔹 **Visit Our Website to Learn More:** https://speakyourmind.men/joinusoutside 🔹 **Apply Here to Lead Your Own Group!** – https://form.jotform.com/taketimespeakyourmind/sym-group-leader-application 🔹 **Support the mission**: If you resonate with the mission and want to support, feel free to join a group before applying or donate to help us reach our goals to help more people! You can donate here: https://secure.givelively.org/donate/angels-for-angels/speak-your-mind Please text Mario with any questions: (808) 855-8831

Topic to be announced. **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/azure-cbus-2026/

**💗 Tampa Virtual Speed Dating — Hosted on Zoom** Meet Tampa singles from home in short, hosted one-on-one rounds on Zoom. We match by age and personality. **Pick your age group and register:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=531.0&productType=onlineSpeedDating&city=Tampa&groupurlname=find-authentic-connections-through-group-outings&ar=18-32&face_v=2.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=531.0&productType=onlineSpeedDating&city=Tampa&groupurlname=find-authentic-connections-through-group-outings&ar=30-46&face_v=2.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=531.0&productType=onlineSpeedDating&city=Tampa&groupurlname=find-authentic-connections-through-group-outings&ar=40-58&face_v=2.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=531.0&productType=onlineSpeedDating&city=Tampa&groupurlname=find-authentic-connections-through-group-outings&ar=55+&face_v=2.0) **⚠️ Important: RSVP ≠ registration.** To join, pick your age group below and complete the quiz. Capacity is limited. --- **How It Works** 1. **Register** – Pick your age group above and sign up. 2. **Take the quiz** – Short personality quiz so we can match you well. 3. **Join on Zoom** – Your host will guide you through every round. 4. **Get matches** – Mutual matches sent after the event. --- ✨ Sign up, take the quiz, and meet Tampa singles tonight. 💕 ✨

We are bringing Microsoft Build sessions to Columbus Ohio! The Central Ohio Azure Meetup and Central Ohio .NET Developer's Group (CONDG) are coming together to bring some of the labs and breakouts from Microsoft Build to your backyard. In this free, 1 day event, you are going to Build stuff with us! And yes, there will be free food. So please RSVP for a head count!

QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry. This is a ticketed event please register here: https://www.qaorthehwy.com/ Featured Keynote Speakers: **Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\. **Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.